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Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start

Oct 06, 2020
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir Radev, Richard Socher, Caiming Xiong

* EMNLP2020 Long, camera-ready 

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GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

Sep 29, 2020
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher, Caiming Xiong

* 14 pages 

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SummEval: Re-evaluating Summarization Evaluation

Jul 31, 2020
Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev

* 10 pages, 4 tables, 1 figure 

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DART: Open-Domain Structured Data Record to Text Generation

Jul 06, 2020
Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher


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CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization

Jun 17, 2020
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher


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ESPRIT: Explaining Solutions to Physical Reasoning Tasks

May 14, 2020
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming XIong, Richard Socher, Dragomir Radev

* ACL 2020 

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R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning

Apr 22, 2020
Irene Li, Alexander Fabbri, Swapnil Hingmire, Dragomir Radev

* 2 Figures, 3 Tables, 9 Pages 

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A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation

Oct 30, 2019
Irene Li, Michihiro Yasunaga, Muhammed Yavuz Nuzumlalı, Cesar Caraballo, Shiwani Mahajan, Harlan Krumholz, Dragomir Radev


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CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Sep 11, 2019
Tao Yu, Rui Zhang, He Yang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S Lasecki, Dragomir Radev

* Accepted to EMNLP 2019, long paper 

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Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions

Sep 10, 2019
Rui Zhang, Tao Yu, He Yang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir Radev

* EMNLP 2019 

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The CL-SciSumm Shared Task 2018: Results and Key Insights

Sep 02, 2019
Kokil Jaidka, Michihiro Yasunaga, Muthu Kumar Chandrasekaran, Dragomir Radev, Min-Yen Kan

* BIRNDL @ SIGIR 2018. arXiv admin note: substantial text overlap with arXiv:1907.09854 

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Overview and Results: CL-SciSumm Shared Task 2019

Jul 23, 2019
Muthu Kumar Chandrasekaran, Michihiro Yasunaga, Dragomir Radev, Dayne Freitag, Min-Yen Kan

* In Proceedings of BIRNDL 2019 at SIGIR 2019, Paris 

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Creating A Neural Pedagogical Agent by Jointly Learning to Review and Assess

Jul 01, 2019
Youngnam Lee, Youngduck Choi, Junghyun Cho, Alexander R. Fabbri, Hyunbin Loh, Chanyou Hwang, Yongku Lee, Sang-Wook Kim, Dragomir Radev

* 9 pages, 9 figures, 7 tables 

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Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations

Jun 08, 2019
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Fabbri, Neha Verma, William Hu, Dragomir Radev

* ACL 2019, short paper 

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SParC: Cross-Domain Semantic Parsing in Context

Jun 05, 2019
Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev

* Accepted to ACL 2019, long paper 

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Syntax-aware Neural Semantic Role Labeling with Supertags

Apr 03, 2019
Jungo Kasai, Dan Friedman, Robert Frank, Dragomir Radev, Owen Rambow

* NAACL 2019, Added Spanish ELMo results 

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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Oct 25, 2018
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev

* EMNLP 2018, Long Paper 

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SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task

Oct 25, 2018
Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir Radev

* EMNLP 2018, Long Paper 

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Improving Text-to-SQL Evaluation Methodology

Jun 23, 2018
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev

* To appear at ACL 2018 

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Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering

May 13, 2018
Rui Zhang, Cicero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir Radev

* ACL2018 

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TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation

Apr 25, 2018
Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, Dragomir Radev

* The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics, New Orleans, 2018 
* NAACL 2018 

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Robust Multilingual Part-of-Speech Tagging via Adversarial Training

Apr 20, 2018
Michihiro Yasunaga, Jungo Kasai, Dragomir Radev

* NAACL 2018 

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Sentence Ordering and Coherence Modeling using Recurrent Neural Networks

Dec 22, 2017
Lajanugen Logeswaran, Honglak Lee, Dragomir Radev


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Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs

Nov 28, 2017
Rui Zhang, Honglak Lee, Lazaros Polymenakos, Dragomir Radev

* AAAI 2018 

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Graph-based Neural Multi-Document Summarization

Aug 23, 2017
Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu, Ayush Pareek, Krishnan Srinivasan, Dragomir Radev

* In CoNLL 2017 

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Cruciform: Solving Crosswords with Natural Language Processing

Nov 23, 2016
Dragomir Radev, Rui Zhang, Steve Wilson, Derek Van Assche, Henrique Spyra Gubert, Alisa Krivokapic, MeiXing Dong, Chongruo Wu, Spruce Bondera, Luke Brandl, Jeremy Dohmann

* based on feedback, we have determined that the paper needs more work 

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Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents

Nov 08, 2016
Rui Zhang, Honglak Lee, Dragomir Radev

* NAACL2016 

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